TuRTLe Module Completion (NotSoTiny): leaderboard

TuRTLe module-completion leaderboard on the NotSoTiny benchmark, using formal equivalence and partition coverage over Tiny Tapeout-derived RTL modules.

Metric: Functionality EQV (imported). Source: huggingface.co. Source: benchmarklist.com. Saturation forecast: Around May 2027. 15 models tracked.

Top models

#ModelScoreOverall rank
1Kimi K2.531.57#144
2Gemma 4 31B (IT)29.54#176
3Qwen 3 Coder 480B A35B Instruct23.43#315
4GPT-OSS-120B20.9#341
5DeepSeek R1 052820.73#222
6Kimi K2 090519#288
7Qwen 2.5 72B Instruct14.7#454
8Qwen2.5-14B-Instruct-1M12.49#578
9Qwen 2.5 Coder 32B Instruct11.85#528
10Qwen 2.5 14B Instruct8.97#647
11Qwen 2.5 7B Instruct3.48#862

No result here: #3 Claude Opus 5.5, #6 GPT-6 Astra, #7 GPT-6.1 Sol.

Interactive version: theaggregate.ai/benchmark?slug=turtle-module-completion-notsotiny · How It Works · Data refreshed daily, snapshot 2026-10-20.